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Summary Stats

Numeric Variables

  Variable Name Datatype No of Unique Samples Mean Standard Deviation Min 25th percentile Median 75th percentile Max
0 brand float64 12 [138.12816902184844, 16.586315789473684, 85.22611019283747, 13.606181818181817, 59.16286149162862] 135.240267 15.249867 13.606182 138.128169 138.128169 138.128169 138.128169
1 business_unit float64 11 [900.0, 904.0, 922.0, 326.9672252788773, 700.0] 868.795242 129.490226 326.967225 900.000000 900.000000 900.000000 935.000000
2 carrier float64 15 [137.59597888324086, 191.49655934793682, 66.11952078239608, 102.37927751834557, 65.85477833500501] 135.240338 14.050647 16.473234 137.595979 137.595979 137.595979 191.496559
3 channel float64 12 [132.12089741445845, 90.69040233666061, 146.6541923213651, 399.48484595744685, 415.91636363636366] 135.239547 39.330593 68.406667 132.120897 132.120897 132.120897 451.709459
4 color float64 35 [138.2489639738742, 153.49555624450124, 58.65695707295374, 143.25272264133372, 103.57299342820437] 135.241919 36.475295 14.250001 120.758911 143.252723 148.029814 507.777778
5 condition float64 24 [110.1420661978082, 100.95723477538753, 120.34295941861212, 202.48760250482823, 195.4376402502607] 135.240293 45.588549 7.664739 110.142066 110.142066 165.638901 681.320533
6 customername float64 197 [203.88263665594855, 104.64329451314684, 110.24723987955838, 106.62826773915542, 99.73694118344599] 135.211255 54.740485 5.446018 104.185756 118.127116 158.417419 730.104660
7 days_since_last_purchase float64 8 [0.0, 6.901077520042098, 1.0, 3.0, 5.0] 0.068330 0.609191 0.000000 0.000000 0.000000 0.000000 6.901078
8 ext_grade float64 11 [116.82105894128114, 100.95162724396995, 120.30596259159275, 201.2409261140236, 195.4376402502607] 135.239551 43.722060 16.471370 116.821059 116.821059 120.305963 451.709459
9 ext_model_family float64 108 [143.18562048261018, 77.99445567562398, 108.76040296433534, 88.52858636637843, 52.97862225938313] 135.258627 103.975019 10.041999 77.994456 98.560790 161.344978 819.720986
10 first_time_customer float64 2 [0.0, 0.5474062583119533] 0.016757 0.094299 0.000000 0.000000 0.000000 0.000000 0.547406
11 gp float64 47795 [950.97, -159.99, 41.91, 238.91, 26.62] 124.104790 2011.964833 -27946.697006 2.220000 40.750000 130.675000 28036.414318
12 inventory_id float64 5959 [141.9742571428571, 59.92203050847458, 106.47787610619469, 87.042071197411, 52.97278911564626] 134.485898 104.886491 5.322033 65.631579 106.477876 157.350000 996.294230
13 invoice_no float64 8597 [46433646.0, 48837430.0, 53031002.0, 49395706.0, 51028583.0] 50056654.705307 2658659.577362 44807541.000000 47929636.000000 50327686.000000 52301527.000000 54838649.000000
14 line float64 535 [21000.0, 34000.0, 20000.0, 74000.0, 51000.0] 40606.026379 56315.186413 1000.000000 8000.000000 20000.000000 46000.000000 256331.386539
15 lock_status float64 3 [135.23206602138754, 137.17599248443202, 84.30587341772151] 135.239263 1.748123 84.305873 135.232066 135.232066 135.232066 137.175992
16 manufacturer float64 14 [138.12863927831825, 16.586315789473684, 85.22329385844121, 13.606181818181817, 59.16286149162862] 135.241505 15.244540 13.606182 138.128639 138.128639 138.128639 138.128639
17 memory_size float64 12 [110.84185308027186, 72.01804319654427, 84.34933772269558, 179.52871822004528, 155.5821439437734] 135.239263 67.911644 23.378892 84.349338 110.841853 155.582144 467.777803
18 model_family float64 193 [139.79359246088194, 69.55733681145352, 106.50990083905417, 86.0514243792325, 48.217917996870106] 135.275650 105.512392 8.369396 69.557337 98.612845 156.515299 866.183125
19 order_no float64 8442 [28233583.0, 29051595.0, 30899081.0, 29168877.0, 29926902.0] 29566310.850768 1063132.991064 26365219.468090 28705845.000000 29595948.000000 30518500.000000 31764238.000000
20 order_type float64 4 [133.41467696068688, 196.27701867995017, 232.54545447167152, 306.783951098094] 135.238765 10.597951 133.414677 133.414677 133.414677 133.414677 306.783951
21 quantity float64 408 [100.0, 20.0, 1.0, 8.0, 2.0] 11.322457 39.459004 -350.256143 1.000000 2.000000 7.000000 381.552260
22 sales_person float64 16 [149.05817598516106, 119.85298332309411, 145.4403729333729, 216.8189755122439, 210.42307692307693] 135.239225 28.857251 70.436637 119.852983 119.852983 149.058176 504.137931
23 selling_cost float64 58229 [16049.03, 1259.99, 68.09, 465.09, 75.38] 2066.367236 11902.049434 -148570.780461 88.785000 216.280000 629.980000 155347.159241
24 selling_price float64 10612 [17000.0, 1100.0, 110.0, 704.0, 102.0] 2150.514092 11379.535166 -133819.776821 110.000000 270.000000 770.000000 140685.872913
25 sku float64 5989 [141.9742571428571, 59.92203050847458, 106.47787610619469, 87.042071197411, 52.97278911564626] 134.274433 104.233614 5.322033 65.631579 106.265851 157.846154 990.576083
26 source_channel float64 5 [132.12098856968313, 109.44762998355134, 399.48484595744685, 415.91636363636366, 451.7094594594595] 135.239263 38.051070 109.447630 132.120989 132.120989 132.120989 451.709459
27 tgt_enc_sim_impt_functional_status float64 4 [130.0019700247023, 197.18144309371112, 139.89883877221325, 135.23926336639326] 135.239551 17.660094 130.001970 130.001970 130.001970 130.001970 197.181443
28 tgt_enc_sim_impt_platforms float64 177 [142.45596918511757, 78.99624829584185, 105.99506735751297, 81.79102022315203, 57.04693107344633] 135.255840 100.681855 7.369442 79.315704 96.965945 160.409558 828.015191
29 tgt_enc_sim_impt_technology float64 6 [128.0682946896036, 162.70607912677693, 82.85306886929344, 110.55211495629797, 171.44040834473324] 135.239263 26.723399 52.589796 128.068295 128.068295 162.706079 171.440408
30 unit_cost float64 40243 [160.49, 62.999, 68.086, 58.136, 37.691] 109.161616 87.273855 0.000000 49.865000 80.354000 139.534500 418.545324

Non Numeric Variables

No categorical columns

Distributions

Numeric Variables

Numeric Variables - Brand

Numeric Variables - Business Unit

Numeric Variables - Carrier

Numeric Variables - Channel

Numeric Variables - Color

Numeric Variables - Condition

Numeric Variables - Customername

Numeric Variables - Days Since Last Purchase

Numeric Variables - Ext Grade

Numeric Variables - Ext Model Family

Numeric Variables - First Time Customer

Numeric Variables - Gp

Numeric Variables - Inventory Id

Numeric Variables - Invoice No

Numeric Variables - Line

Numeric Variables - Lock Status

Numeric Variables - Manufacturer

Numeric Variables - Memory Size

Numeric Variables - Model Family

Numeric Variables - Order No

Numeric Variables - Order Type

Numeric Variables - Quantity

Numeric Variables - Sales Person

Numeric Variables - Selling Cost

Numeric Variables - Selling Price

Numeric Variables - Sku

Numeric Variables - Source Channel

Numeric Variables - Tgt Enc Sim Impt Functional Status

Numeric Variables - Tgt Enc Sim Impt Platforms

Numeric Variables - Tgt Enc Sim Impt Technology

Numeric Variables - Unit Cost

Non Numeric Variables

No categorical variables in data.

Feature Normality